Bringing Container-Native Simplicity to AI/ML

Explore how to simplify AI/ML deployment using container-native approaches in this 23-minute conference talk from Conf42 Cloud Native 2025. Learn about the key challenges in AI model deployment, including packaging and versioning complexities in MLOps workflows. Discover KitOps, a container-native solution that streamlines the machine learning lifecycle through its Model Kit system and command-line interface. Follow along with practical demonstrations of KitOps pipelines and understand how to automate ML workflows using CI/CD practices. Gain insights into bringing the simplicity and reliability of container technologies to artificial intelligence and machine learning operations, making deployment processes more efficient and manageable for development teams.